Author name: Chengshuai Yang

A Judge Agent Closes the Reliability Gap in AI-Generated Scientific Simulation

Chengshuai Yang / March 30, 2026

arXiv:2603.25780v1 Announce Type: cross
Abstract: Large language models can generate scientific simulation code, but the generated code silently fails on most non-textbook problems. We show that classical mathematical validation — well-posedness, con…

cs.CV

Designing Any Imaging System from Natural Language: Agent-Constrained Composition over a Finite Primitive Basis

Chengshuai Yang / March 27, 2026

arXiv:2603.25636v1 Announce Type: new
Abstract: Designing a computational imaging system — selecting operators, setting parameters, validating consistency — requires weeks of specialist effort per modality, creating an expertise bottleneck that excl…